{"id":"W6888457063","doi":"10.21227/cx5v-vw46","title":"Shoulder Physiotherapy Activity Recognition 9-Axis Dataset","year":2020,"lang":"en","type":"dataset","venue":"IEEE DataPort","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Isometric exercise; Activity recognition; Physical activity; Electromyography; Activity monitor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007566563,0.004626298,0.002189591,0.002685707,0.0008103889,0.001201036,0.003644331,0.002995941,0.01809081],"category_scores_gemma":[0.002445253,0.0005379228,0.001756111,0.003325795,0.0005006262,0.0008102001,0.001907544,0.001501694,0.03916874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010973,"about_ca_system_score_gemma":0.001885407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02781824,"about_ca_topic_score_gemma":0.04971447,"domain_scores_codex":[0.9987179,0.0001882548,0.0001837173,0.0003470701,0.0003736675,0.0001893939],"domain_scores_gemma":[0.9989962,0.0001538589,0.00008517431,0.0002462366,0.0003626759,0.0001558762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004706082,0.0003626891,0.003525141,0.001269027,0.0001389275,0.00022353,0.00003799823,0.001399903,0.00118398,0.0002349907,0.9708837,0.02026953],"study_design_scores_gemma":[0.001232758,0.0008489403,0.06588346,0.0008372538,0.0003599408,0.002028021,0.0004242185,0.01639105,0.00719513,0.002191617,0.9022367,0.00037096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003226365,0.0003955257,0.0007017229,0.0001578959,0.0001513881,0.000135831,0.9925161,0.001405201,0.001309994],"genre_scores_gemma":[0.002186159,0.00009957992,0.0006886572,0.00005706501,0.00001788986,0.0002161821,0.9958317,0.00003046763,0.0008724071],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02781824,"threshold_uncertainty_score":0.06051981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07960521865770535,"score_gpt":0.3665749747456095,"score_spread":0.2869697560879041,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}